{"id":"W4392352986","doi":"10.1007/s11708-024-0918-8","title":"Advances in doping strategies for sodium transition metal oxides cathodes: A review","year":2024,"lang":"en","type":"review","venue":"Frontiers in Energy","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cathode; Doping; Materials science; Sodium; Transition metal; Nanotechnology; Metallurgy; Chemistry; Optoelectronics; Physical chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005054913,0.0008048721,0.001068813,0.001731374,0.0002544811,0.0008642594,0.0007668757,0.0007115215,0.002548762],"category_scores_gemma":[0.0005336555,0.0002935987,0.0005308874,0.002042968,0.0002356412,0.00128331,0.0006171847,0.0009350298,0.001122655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004463345,"about_ca_system_score_gemma":0.0009896698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041599,"about_ca_topic_score_gemma":0.002556472,"domain_scores_codex":[0.99986,0.00001323788,0.00002176732,0.00003152638,0.000056925,0.00001633039],"domain_scores_gemma":[0.9998184,0.00008085824,0.00002905278,0.00000567995,0.00005469635,0.00001129707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008411486,0.00009007304,0.0002210104,0.03919993,0.0001138109,0.0001904961,0.00006910579,0.0005117574,0.009971641,0.006060367,0.01822932,0.9252584],"study_design_scores_gemma":[0.00001503708,0.0001419761,0.0005396727,0.003657094,0.0002021675,0.0006476437,0.00006866075,0.0002146765,0.003703304,0.002283596,0.9884999,0.00002617201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002912287,0.9980742,0.0002917024,0.0001527341,0.0001677313,0.000006713055,0.00003293883,0.000007498344,0.0009753224],"genre_scores_gemma":[0.0008697827,0.9981295,0.0002825729,0.0001007945,0.00006875375,0.000005582542,0.0000328608,0.000001606579,0.0005084547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002548762,"threshold_uncertainty_score":0.008526444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294823138424924,"score_gpt":0.3106187002875168,"score_spread":0.2876704689032676,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}